Pith Number

pith:UORISE2R

pith:2026:UORISE2RFJ2FXVMNSI77L5WAOA

not attested not anchored not stored refs pending

AGPO: Adaptive Group Policy Optimization with Dual Statistical Feedback

Bokun Wang, Daren Zha, Jun Xiao, Miaobo Hu, Ruohan Wang, Shuhao Hu, Xiaobo Guo, Xin Wang

arxiv:2605.20722 v1 · 2026-05-20 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UORISE2RFJ2FXVMNSI77L5WAOA}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-05-21T01:04:50.796406Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a3a28913512a745bd58d923ff5f6c0702cf67fa3883cae3281e39aa1365cb19f

Aliases

arxiv: 2605.20722 · arxiv_version: 2605.20722v1 · doi: 10.48550/arxiv.2605.20722 · pith_short_12: UORISE2RFJ2F · pith_short_16: UORISE2RFJ2FXVMN · pith_short_8: UORISE2R

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/UORISE2RFJ2FXVMNSI77L5WAOA \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: a3a28913512a745bd58d923ff5f6c0702cf67fa3883cae3281e39aa1365cb19f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3cf09e6653bfe1d689f6c2837d677563b8e7ee1926abcd14d2c3cc15d4f123d4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-20T05:20:46Z",
    "title_canon_sha256": "dc23ef803de7f1fdb6ac59cdcf6b00040324e336854bfabe0ba12d4029858435"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.20722",
    "kind": "arxiv",
    "version": 1
  }
}